Week 4: TBL: Correlation and Linear Regression

Weekly Objectives

• Independence and uncorrelated
• Pearson correlation
• Positive and negative correlation
• Perform correlation calculation in R
• Philosophy of linear regression
• Interpretation of parameters
• Testing for significance of parameter (\(t\)-test)
• Testing for overall significance (\(F\)-test)
• Perform linear regression in R
• Model evaluation criteria

Reading Material

You should complete this reading material before the TBL session on Wed, July 28.

• Linear Regression

Discussion Session